Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 250000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 46.0 MiB |
| Average record size in memory | 193.0 B |
Variable types
| Numeric | 19 |
|---|---|
| DateTime | 2 |
| Categorical | 4 |
cumulativeAudio has constant value "19" | Constant |
cumulativeShock has constant value "5" | Constant |
validPosition has constant value "1" | Constant |
df_index is highly correlated with lon_wMins and 4 other fields | High correlation |
lon_wMins is highly correlated with df_index and 2 other fields | High correlation |
hdop is highly correlated with df_index and 2 other fields | High correlation |
satellitesUsed is highly correlated with df_index and 4 other fields | High correlation |
accel_mg.x is highly correlated with pitch | High correlation |
accel_mg.y is highly correlated with df_index and 4 other fields | High correlation |
accel_mg.z is highly correlated with df_index and 2 other fields | High correlation |
pitch is highly correlated with accel_mg.x | High correlation |
df_index is highly correlated with lon_wMins and 4 other fields | High correlation |
lon_wMins is highly correlated with df_index and 3 other fields | High correlation |
hdop is highly correlated with df_index and 4 other fields | High correlation |
satellitesUsed is highly correlated with df_index and 4 other fields | High correlation |
accel_mg.x is highly correlated with accel_mg.y and 1 other fields | High correlation |
accel_mg.y is highly correlated with df_index and 6 other fields | High correlation |
accel_mg.z is highly correlated with df_index and 3 other fields | High correlation |
pitch is highly correlated with accel_mg.x and 1 other fields | High correlation |
df_index is highly correlated with lon_wMins and 4 other fields | High correlation |
lon_wMins is highly correlated with df_index and 2 other fields | High correlation |
hdop is highly correlated with df_index and 3 other fields | High correlation |
satellitesUsed is highly correlated with df_index and 3 other fields | High correlation |
accel_mg.x is highly correlated with pitch | High correlation |
accel_mg.y is highly correlated with df_index and 2 other fields | High correlation |
accel_mg.z is highly correlated with df_index | High correlation |
pitch is highly correlated with accel_mg.x | High correlation |
accel_mg.y is highly correlated with UnixTime and 8 other fields | High correlation |
UnixTime is highly correlated with accel_mg.y and 8 other fields | High correlation |
mag_nT.z is highly correlated with accel_mg.y and 9 other fields | High correlation |
gyro_dps.x is highly correlated with gyro_dps.z | High correlation |
IMUfSpeed is highly correlated with activity | High correlation |
lon_wMins is highly correlated with accel_mg.y and 10 other fields | High correlation |
gyro_dps.y is highly correlated with gyro_dps.z | High correlation |
df_index is highly correlated with accel_mg.y and 12 other fields | High correlation |
gyro_dps.z is highly correlated with gyro_dps.x and 1 other fields | High correlation |
lat_sMins is highly correlated with accel_mg.y and 10 other fields | High correlation |
accel_mg.z is highly correlated with accel_mg.y and 8 other fields | High correlation |
gps_unixTime is highly correlated with accel_mg.y and 11 other fields | High correlation |
pitch is highly correlated with mag_nT.z and 10 other fields | High correlation |
heading_hundredths is highly correlated with lon_wMins and 4 other fields | High correlation |
mag_nT.y is highly correlated with mag_nT.z and 8 other fields | High correlation |
velocity_cm_s is highly correlated with activity | High correlation |
satellitesUsed is highly correlated with accel_mg.y and 12 other fields | High correlation |
mag_nT.x is highly correlated with accel_mg.y and 12 other fields | High correlation |
hdop is highly correlated with UnixTime and 2 other fields | High correlation |
activity is highly correlated with IMUfSpeed and 7 other fields | High correlation |
accel_mg.x is highly correlated with pitch and 1 other fields | High correlation |
cumulativeAudio is highly correlated with activity and 2 other fields | High correlation |
activity is highly correlated with cumulativeAudio and 2 other fields | High correlation |
validPosition is highly correlated with cumulativeAudio and 2 other fields | High correlation |
cumulativeShock is highly correlated with cumulativeAudio and 2 other fields | High correlation |
df_index is uniformly distributed | Uniform |
df_index has unique values | Unique |
velocity_cm_s has 157587 (63.0%) zeros | Zeros |
gyro_dps.x has 38302 (15.3%) zeros | Zeros |
gyro_dps.y has 46474 (18.6%) zeros | Zeros |
gyro_dps.z has 71272 (28.5%) zeros | Zeros |
IMUspeed has 50696 (20.3%) zeros | Zeros |
pitch has 6563 (2.6%) zeros | Zeros |
Reproduction
| Analysis started | 2021-08-15 10:00:52.116127 |
|---|---|
| Analysis finished | 2021-08-15 10:02:51.019066 |
| Duration | 1 minute and 58.9 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
df_index
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIFORMUNIQUE| Distinct | 250000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 278971.856 |
| Minimum | 0 |
|---|---|
| Maximum | 558399 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 27940.95 |
| Q1 | 139397.75 |
| median | 278853.5 |
| Q3 | 418360.25 |
| 95-th percentile | 530475.2 |
| Maximum | 558399 |
| Range | 558399 |
| Interquartile range (IQR) | 278962.5 |
Descriptive statistics
| Standard deviation | 161102.8929 |
|---|---|
| Coefficient of variation (CV) | 0.5774879776 |
| Kurtosis | -1.198601397 |
| Mean | 278971.856 |
| Median Absolute Deviation (MAD) | 139482 |
| Skewness | 0.002489939113 |
| Sum | 6.9742964 × 1010 |
| Variance | 2.59541421 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 526335 | 1 | < 0.1% |
| 214333 | 1 | < 0.1% |
| 202039 | 1 | < 0.1% |
| 204086 | 1 | < 0.1% |
| 210227 | 1 | < 0.1% |
| 551548 | 1 | < 0.1% |
| 84260 | 1 | < 0.1% |
| 257320 | 1 | < 0.1% |
| 245026 | 1 | < 0.1% |
| 531358 | 1 | < 0.1% |
| Other values (249990) | 249990 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 6 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 13 | 1 | |
| 15 | 1 | |
| 16 | 1 | |
| 17 | 1 | |
| 22 | 1 |
| Value | Count | Frequency (%) |
| 558399 | 1 | |
| 558398 | 1 | |
| 558397 | 1 | |
| 558396 | 1 | |
| 558394 | 1 | |
| 558387 | 1 | |
| 558386 | 1 | |
| 558384 | 1 | |
| 558381 | 1 | |
| 558378 | 1 |
| Distinct | 36 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| Minimum | 1970-01-01 00:00:01.532740 |
|---|---|
| Maximum | 1970-07-29 05:36:40 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| 19 |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 500000 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 19 |
|---|---|
| 2nd row | 19 |
| 3rd row | 19 |
| 4th row | 19 |
| 5th row | 19 |
Common Values
| Value | Count | Frequency (%) |
| 19 | 250000 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 19 | 250000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 250000 | |
| 9 | 250000 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 500000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 250000 | |
| 9 | 250000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 500000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 250000 | |
| 9 | 250000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 500000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 250000 | |
| 9 | 250000 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| 5 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 250000 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5 |
|---|---|
| 2nd row | 5 |
| 3rd row | 5 |
| 4th row | 5 |
| 5th row | 5 |
Common Values
| Value | Count | Frequency (%) |
| 5 | 250000 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 5 | 250000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 250000 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 250000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 250000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 250000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 5 | 250000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 250000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 5 | 250000 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -27.78859648 |
| Minimum | -27.78898 |
|---|---|
| Maximum | -27.788231 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 250000 |
| Negative (%) | 100.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | -27.78898 |
|---|---|
| 5-th percentile | -27.788916 |
| Q1 | -27.78882 |
| median | -27.788591 |
| Q3 | -27.788445 |
| 95-th percentile | -27.7883 |
| Maximum | -27.788231 |
| Range | 0.000749 |
| Interquartile range (IQR) | 0.000375 |
Descriptive statistics
| Standard deviation | 0.0001989235215 |
|---|---|
| Coefficient of variation (CV) | -7.158458747 × 10-6 |
| Kurtosis | -1.125086068 |
| Mean | -27.78859648 |
| Median Absolute Deviation (MAD) | 0.000154 |
| Skewness | -0.09443664309 |
| Sum | -6947149.12 |
| Variance | 3.957056742 × 10-8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -27.788496 | 27230 | 10.9% |
| -27.788836 | 14733 | 5.9% |
| -27.7883 | 13593 | 5.4% |
| -27.788862 | 11814 | 4.7% |
| -27.788582 | 11485 | 4.6% |
| -27.788313 | 10327 | 4.1% |
| -27.788437 | 8121 | 3.2% |
| -27.788343 | 6729 | 2.7% |
| -27.78834 | 6423 | 2.6% |
| -27.788557 | 5756 | 2.3% |
| Other values (222) | 133789 |
| Value | Count | Frequency (%) |
| -27.78898 | 24 | < 0.1% |
| -27.788979 | 21 | < 0.1% |
| -27.788977 | 17 | < 0.1% |
| -27.788971 | 22 | < 0.1% |
| -27.788965 | 47 | < 0.1% |
| -27.788963 | 279 | 0.1% |
| -27.788956 | 75 | < 0.1% |
| -27.788954 | 493 | |
| -27.78895 | 1091 | |
| -27.788946 | 26 | < 0.1% |
| Value | Count | Frequency (%) |
| -27.788231 | 89 | < 0.1% |
| -27.788279 | 21 | < 0.1% |
| -27.788282 | 1513 | 0.6% |
| -27.788284 | 22 | < 0.1% |
| -27.788286 | 116 | < 0.1% |
| -27.788292 | 109 | < 0.1% |
| -27.788294 | 68 | < 0.1% |
| -27.788298 | 118 | < 0.1% |
| -27.7883 | 13593 | |
| -27.788301 | 880 | 0.4% |
| Distinct | 189 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 152.6865837 |
| Minimum | 152.685593 |
|---|---|
| Maximum | 152.689301 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 152.685593 |
|---|---|
| 5-th percentile | 152.685715 |
| Q1 | 152.685959 |
| median | 152.686234 |
| Q3 | 152.686615 |
| 95-th percentile | 152.689011 |
| Maximum | 152.689301 |
| Range | 0.003708 |
| Interquartile range (IQR) | 0.000656 |
Descriptive statistics
| Standard deviation | 0.0010114717 |
|---|---|
| Coefficient of variation (CV) | 6.624496239 × 10-6 |
| Kurtosis | 0.5710734914 |
| Mean | 152.6865837 |
| Median Absolute Deviation (MAD) | 0.000366 |
| Skewness | 1.362838914 |
| Sum | 38171645.93 |
| Variance | 1.023074999 × 10-6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 152.685989 | 29775 | 11.9% |
| 152.685745 | 23481 | 9.4% |
| 152.686295 | 18247 | 7.3% |
| 152.685959 | 15874 | 6.3% |
| 152.686554 | 12937 | 5.2% |
| 152.685715 | 12417 | 5.0% |
| 152.686447 | 10489 | 4.2% |
| 152.68779 | 9805 | 3.9% |
| 152.686615 | 5736 | 2.3% |
| 152.685806 | 5644 | 2.3% |
| Other values (179) | 105595 |
| Value | Count | Frequency (%) |
| 152.685593 | 87 | < 0.1% |
| 152.685623 | 89 | < 0.1% |
| 152.685684 | 323 | 0.1% |
| 152.685699 | 79 | < 0.1% |
| 152.685715 | 12417 | |
| 152.68573 | 2939 | 1.2% |
| 152.685745 | 23481 | |
| 152.68576 | 4716 | 1.9% |
| 152.685776 | 4439 | 1.8% |
| 152.685791 | 2135 | 0.9% |
| Value | Count | Frequency (%) |
| 152.689301 | 164 | 0.1% |
| 152.689285 | 2520 | |
| 152.68927 | 38 | < 0.1% |
| 152.689255 | 46 | < 0.1% |
| 152.689163 | 3388 | |
| 152.689148 | 48 | < 0.1% |
| 152.689133 | 40 | < 0.1% |
| 152.689117 | 1497 | |
| 152.689102 | 940 | 0.4% |
| 152.689056 | 662 | 0.3% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| Minimum | 1970-01-01 00:00:01.532740 |
|---|---|
| Maximum | 1970-01-01 00:00:01.532760 |
| Distinct | 1410 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 163.422131 |
| Minimum | 0.08 |
|---|---|
| Maximum | 359.16 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0.08 |
|---|---|
| 5-th percentile | 13.37 |
| Q1 | 70.93 |
| median | 128.28 |
| Q3 | 287.49 |
| 95-th percentile | 349.92 |
| Maximum | 359.16 |
| Range | 359.08 |
| Interquartile range (IQR) | 216.56 |
Descriptive statistics
| Standard deviation | 117.8792291 |
|---|---|
| Coefficient of variation (CV) | 0.721317415 |
| Kurtosis | -1.367552736 |
| Mean | 163.422131 |
| Median Absolute Deviation (MAD) | 87.68 |
| Skewness | 0.3473012519 |
| Sum | 40855532.74 |
| Variance | 13895.51264 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 349.92 | 27136 | 10.9% |
| 78.07 | 14097 | 5.6% |
| 287.49 | 12693 | 5.1% |
| 21.86 | 11263 | 4.5% |
| 209.93 | 9911 | 4.0% |
| 306.63 | 9696 | 3.9% |
| 78.65 | 8074 | 3.2% |
| 52.84 | 6499 | 2.6% |
| 336.15 | 6217 | 2.5% |
| 13.37 | 5472 | 2.2% |
| Other values (1400) | 138942 |
| Value | Count | Frequency (%) |
| 0.08 | 14 | < 0.1% |
| 0.17 | 111 | < 0.1% |
| 0.69 | 25 | < 0.1% |
| 1.74 | 26 | < 0.1% |
| 1.84 | 17 | < 0.1% |
| 1.93 | 23 | < 0.1% |
| 2.15 | 20 | < 0.1% |
| 2.41 | 17 | < 0.1% |
| 2.72 | 3409 | |
| 3.88 | 164 | 0.1% |
| Value | Count | Frequency (%) |
| 359.16 | 25 | < 0.1% |
| 359.02 | 77 | |
| 358.84 | 26 | < 0.1% |
| 358.67 | 41 | < 0.1% |
| 358.4 | 166 | |
| 358.21 | 22 | < 0.1% |
| 357.85 | 26 | < 0.1% |
| 357.54 | 22 | < 0.1% |
| 357.42 | 16 | < 0.1% |
| 357.19 | 24 | < 0.1% |
| Distinct | 96 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.367204 |
| Minimum | 0 |
|---|---|
| Maximum | 711 |
| Zeros | 157587 |
| Zeros (%) | 63.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 19 |
| 95-th percentile | 19 |
| Maximum | 711 |
| Range | 711 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 19.16063344 |
|---|---|
| Coefficient of variation (CV) | 2.045501885 |
| Kurtosis | 328.6471441 |
| Mean | 9.367204 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.799691 |
| Sum | 2341801 |
| Variance | 367.1298737 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 157587 | |
| 19 | 76274 | |
| 80 | 523 | 0.2% |
| 13 | 497 | 0.2% |
| 14 | 461 | 0.2% |
| 4 | 428 | 0.2% |
| 78 | 426 | 0.2% |
| 3 | 409 | 0.2% |
| 74 | 378 | 0.2% |
| 77 | 377 | 0.2% |
| Other values (86) | 12640 | 5.1% |
| Value | Count | Frequency (%) |
| 0 | 157587 | |
| 1 | 57 | < 0.1% |
| 2 | 287 | 0.1% |
| 3 | 409 | 0.2% |
| 4 | 428 | 0.2% |
| 5 | 366 | 0.1% |
| 6 | 313 | 0.1% |
| 7 | 317 | 0.1% |
| 8 | 371 | 0.1% |
| 9 | 291 | 0.1% |
| Value | Count | Frequency (%) |
| 711 | 45 | < 0.1% |
| 158 | 20 | < 0.1% |
| 138 | 47 | < 0.1% |
| 122 | 21 | < 0.1% |
| 113 | 20 | < 0.1% |
| 103 | 19 | < 0.1% |
| 102 | 23 | < 0.1% |
| 101 | 45 | < 0.1% |
| 100 | 20 | < 0.1% |
| 99 | 147 |
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5730756 |
| Minimum | 0.5 |
|---|---|
| Maximum | 4.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.5 |
| median | 0.6 |
| Q3 | 0.6 |
| 95-th percentile | 0.8 |
| Maximum | 4.1 |
| Range | 3.6 |
| Interquartile range (IQR) | 0.1 |
Descriptive statistics
| Standard deviation | 0.1121693675 |
|---|---|
| Coefficient of variation (CV) | 0.1957322342 |
| Kurtosis | 104.5824615 |
| Mean | 0.5730756 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 5.944786656 |
| Sum | 143268.9 |
| Variance | 0.01258196701 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 119273 | |
| 0.6 | 108898 | |
| 0.7 | 7914 | 3.2% |
| 0.8 | 7110 | 2.8% |
| 0.9 | 3679 | 1.5% |
| 1 | 1338 | 0.5% |
| 1.3 | 583 | 0.2% |
| 1.4 | 548 | 0.2% |
| 1.1 | 277 | 0.1% |
| 1.2 | 238 | 0.1% |
| Other values (5) | 142 | 0.1% |
| Value | Count | Frequency (%) |
| 0.5 | 119273 | |
| 0.6 | 108898 | |
| 0.7 | 7914 | 3.2% |
| 0.8 | 7110 | 2.8% |
| 0.9 | 3679 | 1.5% |
| 1 | 1338 | 0.5% |
| 1.1 | 277 | 0.1% |
| 1.2 | 238 | 0.1% |
| 1.3 | 583 | 0.2% |
| 1.4 | 548 | 0.2% |
| Value | Count | Frequency (%) |
| 4.1 | 22 | < 0.1% |
| 2 | 24 | < 0.1% |
| 1.9 | 24 | < 0.1% |
| 1.7 | 23 | < 0.1% |
| 1.6 | 49 | < 0.1% |
| 1.4 | 548 | |
| 1.3 | 583 | |
| 1.2 | 238 | 0.1% |
| 1.1 | 277 | 0.1% |
| 1 | 1338 |
satellitesUsed
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.186456 |
| Minimum | 4 |
|---|---|
| Maximum | 22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 18 |
| median | 19 |
| Q3 | 19 |
| 95-th percentile | 21 |
| Maximum | 22 |
| Range | 18 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.556341976 |
|---|---|
| Coefficient of variation (CV) | 0.1405629539 |
| Kurtosis | 5.33823281 |
| Mean | 18.186456 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -2.119214367 |
| Sum | 4546614 |
| Variance | 6.5348843 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19 | 80467 | |
| 18 | 62681 | |
| 20 | 37730 | |
| 17 | 19323 | 7.7% |
| 21 | 10874 | 4.3% |
| 22 | 9516 | 3.8% |
| 16 | 9033 | 3.6% |
| 10 | 5853 | 2.3% |
| 9 | 3145 | 1.3% |
| 11 | 2807 | 1.1% |
| Other values (9) | 8571 | 3.4% |
| Value | Count | Frequency (%) |
| 4 | 22 | < 0.1% |
| 5 | 48 | < 0.1% |
| 6 | 45 | < 0.1% |
| 7 | 237 | 0.1% |
| 8 | 1835 | 0.7% |
| 9 | 3145 | |
| 10 | 5853 | |
| 11 | 2807 | |
| 12 | 534 | 0.2% |
| 13 | 1532 | 0.6% |
| Value | Count | Frequency (%) |
| 22 | 9516 | 3.8% |
| 21 | 10874 | 4.3% |
| 20 | 37730 | |
| 19 | 80467 | |
| 18 | 62681 | |
| 17 | 19323 | 7.7% |
| 16 | 9033 | 3.6% |
| 15 | 2733 | 1.1% |
| 14 | 1585 | 0.6% |
| 13 | 1532 | 0.6% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 250000 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 250000 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 250000 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 250000 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 250000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 250000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 250000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 250000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 250000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 250000 |
| Distinct | 1844 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 406.134472 |
| Minimum | -2000 |
|---|---|
| Maximum | 1999 |
| Zeros | 174 |
| Zeros (%) | 0.1% |
| Negative | 52265 |
| Negative (%) | 20.9% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | -2000 |
|---|---|
| 5-th percentile | -267 |
| Q1 | 115 |
| median | 511 |
| Q3 | 680 |
| 95-th percentile | 825 |
| Maximum | 1999 |
| Range | 3999 |
| Interquartile range (IQR) | 565 |
Descriptive statistics
| Standard deviation | 356.0776627 |
|---|---|
| Coefficient of variation (CV) | 0.8767481888 |
| Kurtosis | -0.5814850257 |
| Mean | 406.134472 |
| Median Absolute Deviation (MAD) | 199 |
| Skewness | -0.7518382126 |
| Sum | 101533618 |
| Variance | 126791.3019 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 520 | 1043 | 0.4% |
| 518 | 1035 | 0.4% |
| 519 | 983 | 0.4% |
| 515 | 934 | 0.4% |
| 516 | 924 | 0.4% |
| 521 | 918 | 0.4% |
| 517 | 882 | 0.4% |
| 513 | 802 | 0.3% |
| 500 | 797 | 0.3% |
| 502 | 785 | 0.3% |
| Other values (1834) | 240897 |
| Value | Count | Frequency (%) |
| -2000 | 3 | |
| -1503 | 1 | < 0.1% |
| -1494 | 1 | < 0.1% |
| -1337 | 1 | < 0.1% |
| -1202 | 1 | < 0.1% |
| -1021 | 1 | < 0.1% |
| -1012 | 1 | < 0.1% |
| -979 | 1 | < 0.1% |
| -938 | 1 | < 0.1% |
| -912 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1999 | 2 | |
| 1858 | 1 | |
| 1818 | 1 | |
| 1745 | 1 | |
| 1734 | 1 | |
| 1655 | 1 | |
| 1635 | 1 | |
| 1625 | 1 | |
| 1531 | 1 | |
| 1475 | 1 |
| Distinct | 1901 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 449.96624 |
| Minimum | -2000 |
|---|---|
| Maximum | 1999 |
| Zeros | 188 |
| Zeros (%) | 0.1% |
| Negative | 13033 |
| Negative (%) | 5.2% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | -2000 |
|---|---|
| 5-th percentile | -3 |
| Q1 | 136 |
| median | 330 |
| Q3 | 836 |
| 95-th percentile | 994 |
| Maximum | 1999 |
| Range | 3999 |
| Interquartile range (IQR) | 700 |
Descriptive statistics
| Standard deviation | 365.7456432 |
|---|---|
| Coefficient of variation (CV) | 0.8128290763 |
| Kurtosis | -1.356203958 |
| Mean | 449.96624 |
| Median Absolute Deviation (MAD) | 262 |
| Skewness | 0.3063451286 |
| Sum | 112491560 |
| Variance | 133769.8755 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 774 | 1188 | 0.5% |
| 775 | 1129 | 0.5% |
| 776 | 1039 | 0.4% |
| 773 | 1027 | 0.4% |
| 777 | 965 | 0.4% |
| 778 | 956 | 0.4% |
| 781 | 814 | 0.3% |
| 780 | 807 | 0.3% |
| 779 | 799 | 0.3% |
| 782 | 769 | 0.3% |
| Other values (1891) | 240507 |
| Value | Count | Frequency (%) |
| -2000 | 1 | |
| -1569 | 1 | |
| -1267 | 1 | |
| -963 | 1 | |
| -858 | 1 | |
| -803 | 1 | |
| -785 | 1 | |
| -741 | 1 | |
| -735 | 1 | |
| -705 | 1 |
| Value | Count | Frequency (%) |
| 1999 | 8 | |
| 1902 | 1 | < 0.1% |
| 1880 | 1 | < 0.1% |
| 1861 | 1 | < 0.1% |
| 1818 | 1 | < 0.1% |
| 1775 | 1 | < 0.1% |
| 1732 | 1 | < 0.1% |
| 1719 | 1 | < 0.1% |
| 1702 | 1 | < 0.1% |
| 1629 | 1 | < 0.1% |
| Distinct | 2002 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 515.126848 |
| Minimum | -2000 |
|---|---|
| Maximum | 1999 |
| Zeros | 177 |
| Zeros (%) | 0.1% |
| Negative | 33809 |
| Negative (%) | 13.5% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | -2000 |
|---|---|
| 5-th percentile | -168 |
| Q1 | 181 |
| median | 650 |
| Q3 | 802 |
| 95-th percentile | 967 |
| Maximum | 1999 |
| Range | 3999 |
| Interquartile range (IQR) | 621 |
Descriptive statistics
| Standard deviation | 378.0408402 |
|---|---|
| Coefficient of variation (CV) | 0.7338791245 |
| Kurtosis | -0.7831623678 |
| Mean | 515.126848 |
| Median Absolute Deviation (MAD) | 239 |
| Skewness | -0.6078247773 |
| Sum | 128781712 |
| Variance | 142914.8769 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 747 | 822 | 0.3% |
| 408 | 783 | 0.3% |
| 750 | 762 | 0.3% |
| 411 | 758 | 0.3% |
| 746 | 755 | 0.3% |
| 744 | 752 | 0.3% |
| 745 | 749 | 0.3% |
| 409 | 741 | 0.3% |
| 748 | 733 | 0.3% |
| 752 | 682 | 0.3% |
| Other values (1992) | 242463 |
| Value | Count | Frequency (%) |
| -2000 | 1 | |
| -1036 | 1 | |
| -1028 | 1 | |
| -1026 | 1 | |
| -933 | 1 | |
| -838 | 1 | |
| -772 | 2 | |
| -744 | 1 | |
| -706 | 1 | |
| -691 | 1 |
| Value | Count | Frequency (%) |
| 1999 | 2 | |
| 1944 | 1 | |
| 1833 | 1 | |
| 1774 | 1 | |
| 1726 | 1 | |
| 1694 | 1 | |
| 1673 | 1 | |
| 1654 | 1 | |
| 1599 | 1 | |
| 1598 | 1 |
| Distinct | 69 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.754036 |
| Minimum | -117 |
|---|---|
| Maximum | 47 |
| Zeros | 38302 |
| Zeros (%) | 15.3% |
| Negative | 157128 |
| Negative (%) | 62.9% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | -117 |
|---|---|
| 5-th percentile | -5 |
| Q1 | -2 |
| median | -1 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 47 |
| Range | 164 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.467891828 |
|---|---|
| Coefficient of variation (CV) | -3.272909818 |
| Kurtosis | 51.0806651 |
| Mean | -0.754036 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.8518667098 |
| Sum | -188509 |
| Variance | 6.090490073 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 91300 | |
| 0 | 38302 | |
| -2 | 25799 | 10.3% |
| 1 | 22605 | 9.0% |
| -3 | 16861 | 6.7% |
| 2 | 13951 | 5.6% |
| -4 | 9845 | 3.9% |
| 3 | 8065 | 3.2% |
| -5 | 5807 | 2.3% |
| 4 | 4238 | 1.7% |
| Other values (59) | 13227 | 5.3% |
| Value | Count | Frequency (%) |
| -117 | 1 | |
| -111 | 1 | |
| -86 | 1 | |
| -57 | 1 | |
| -49 | 1 | |
| -41 | 1 | |
| -32 | 2 | |
| -30 | 1 | |
| -29 | 2 | |
| -28 | 2 |
| Value | Count | Frequency (%) |
| 47 | 1 | < 0.1% |
| 36 | 2 | |
| 33 | 1 | < 0.1% |
| 31 | 2 | |
| 30 | 2 | |
| 29 | 1 | < 0.1% |
| 28 | 4 | |
| 26 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 3 |
| Distinct | 68 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.641236 |
| Minimum | -111 |
|---|---|
| Maximum | 62 |
| Zeros | 46474 |
| Zeros (%) | 18.6% |
| Negative | 150927 |
| Negative (%) | 60.4% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | -111 |
|---|---|
| 5-th percentile | -4 |
| Q1 | -1 |
| median | -1 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 62 |
| Range | 173 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.503496248 |
|---|---|
| Coefficient of variation (CV) | -3.904172953 |
| Kurtosis | 28.23717791 |
| Mean | -0.641236 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.1963587785 |
| Sum | -160309 |
| Variance | 6.267493462 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 91432 | |
| 0 | 46474 | |
| -2 | 27625 | 11.1% |
| 1 | 21998 | 8.8% |
| -3 | 14446 | 5.8% |
| 2 | 12367 | 4.9% |
| 3 | 7119 | 2.8% |
| -4 | 6884 | 2.8% |
| 4 | 4123 | 1.6% |
| -5 | 3678 | 1.5% |
| Other values (58) | 13854 | 5.5% |
| Value | Count | Frequency (%) |
| -111 | 1 | < 0.1% |
| -36 | 1 | < 0.1% |
| -32 | 2 | < 0.1% |
| -27 | 1 | < 0.1% |
| -26 | 5 | |
| -25 | 2 | < 0.1% |
| -24 | 5 | |
| -23 | 6 | |
| -22 | 8 | |
| -21 | 7 |
| Value | Count | Frequency (%) |
| 62 | 1 | |
| 48 | 1 | |
| 45 | 1 | |
| 43 | 1 | |
| 41 | 1 | |
| 39 | 1 | |
| 38 | 2 | |
| 33 | 1 | |
| 32 | 1 | |
| 31 | 1 |
| Distinct | 45 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.51358 |
| Minimum | -57 |
|---|---|
| Maximum | 34 |
| Zeros | 71272 |
| Zeros (%) | 28.5% |
| Negative | 125069 |
| Negative (%) | 50.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | -57 |
|---|---|
| 5-th percentile | -4 |
| Q1 | -1 |
| median | -1 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 34 |
| Range | 91 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.110171888 |
|---|---|
| Coefficient of variation (CV) | -4.108750122 |
| Kurtosis | 7.433346164 |
| Mean | -0.51358 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.15958098 |
| Sum | -128395 |
| Variance | 4.452825395 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 71742 | |
| 0 | 71272 | |
| 1 | 24913 | 10.0% |
| -2 | 23970 | 9.6% |
| 2 | 13307 | 5.3% |
| -3 | 12882 | 5.2% |
| -4 | 7220 | 2.9% |
| 3 | 7063 | 2.8% |
| -5 | 4179 | 1.7% |
| 4 | 3772 | 1.5% |
| Other values (35) | 9680 | 3.9% |
| Value | Count | Frequency (%) |
| -57 | 1 | < 0.1% |
| -31 | 1 | < 0.1% |
| -30 | 2 | < 0.1% |
| -22 | 1 | < 0.1% |
| -18 | 3 | < 0.1% |
| -17 | 7 | < 0.1% |
| -16 | 7 | < 0.1% |
| -15 | 11 | < 0.1% |
| -14 | 19 | |
| -13 | 32 |
| Value | Count | Frequency (%) |
| 34 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 15 | 4 | < 0.1% |
| 14 | 12 | |
| 13 | 19 |
| Distinct | 515 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -4942.042488 |
| Minimum | -32686 |
|---|---|
| Maximum | 32700 |
| Zeros | 978 |
| Zeros (%) | 0.4% |
| Negative | 149142 |
| Negative (%) | 59.7% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | -32686 |
|---|---|
| 5-th percentile | -30886 |
| Q1 | -19636 |
| median | -3736 |
| Q3 | 5100 |
| 95-th percentile | 25350 |
| Maximum | 32700 |
| Range | 65386 |
| Interquartile range (IQR) | 24736 |
Descriptive statistics
| Standard deviation | 16618.32905 |
|---|---|
| Coefficient of variation (CV) | -3.362643906 |
| Kurtosis | -0.6779381229 |
| Mean | -4942.042488 |
| Median Absolute Deviation (MAD) | 11386 |
| Skewness | 0.2056978826 |
| Sum | -1235510622 |
| Variance | 276168860.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2550 | 1333 | 0.5% |
| -31486 | 1297 | 0.5% |
| 4050 | 1295 | 0.5% |
| 3000 | 1278 | 0.5% |
| 2250 | 1277 | 0.5% |
| -31636 | 1261 | 0.5% |
| 1950 | 1256 | 0.5% |
| 1350 | 1220 | 0.5% |
| 2850 | 1219 | 0.5% |
| 3600 | 1212 | 0.5% |
| Other values (505) | 237352 |
| Value | Count | Frequency (%) |
| -32686 | 518 | 0.2% |
| -32536 | 626 | |
| -32386 | 735 | |
| -32236 | 1068 | |
| -32086 | 999 | |
| -31936 | 1094 | |
| -31786 | 1012 | |
| -31636 | 1261 | |
| -31486 | 1297 | |
| -31336 | 1177 |
| Value | Count | Frequency (%) |
| 32700 | 458 | |
| 32550 | 317 | |
| 32400 | 309 | |
| 32250 | 225 | |
| 32100 | 181 | 0.1% |
| 31950 | 226 | |
| 31800 | 280 | |
| 31650 | 343 | |
| 31500 | 276 | |
| 31350 | 289 |
| Distinct | 541 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3467.107816 |
| Minimum | -32700 |
|---|---|
| Maximum | 32700 |
| Zeros | 365 |
| Zeros (%) | 0.1% |
| Negative | 88461 |
| Negative (%) | 35.4% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | -32700 |
|---|---|
| 5-th percentile | -31636 |
| Q1 | -17700 |
| median | 8850 |
| Q3 | 21450 |
| 95-th percentile | 30450 |
| Maximum | 32700 |
| Range | 65400 |
| Interquartile range (IQR) | 39150 |
Descriptive statistics
| Standard deviation | 21294.53278 |
|---|---|
| Coefficient of variation (CV) | 6.141872105 |
| Kurtosis | -1.202809038 |
| Mean | 3467.107816 |
| Median Absolute Deviation (MAD) | 15000 |
| Skewness | -0.4731454485 |
| Sum | 866776954 |
| Variance | 453457126.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -32236 | 1891 | 0.8% |
| -31936 | 1831 | 0.7% |
| -32086 | 1749 | 0.7% |
| -31636 | 1727 | 0.7% |
| -32386 | 1701 | 0.7% |
| -31786 | 1680 | 0.7% |
| -32536 | 1633 | 0.7% |
| -31486 | 1612 | 0.6% |
| -31336 | 1575 | 0.6% |
| -31036 | 1563 | 0.6% |
| Other values (531) | 233038 |
| Value | Count | Frequency (%) |
| -32700 | 8 | < 0.1% |
| -32686 | 1400 | |
| -32550 | 18 | < 0.1% |
| -32536 | 1633 | |
| -32400 | 20 | < 0.1% |
| -32386 | 1701 | |
| -32250 | 8 | < 0.1% |
| -32236 | 1891 | |
| -32100 | 10 | < 0.1% |
| -32086 | 1749 |
| Value | Count | Frequency (%) |
| 32700 | 1436 | |
| 32686 | 5 | < 0.1% |
| 32550 | 1124 | |
| 32536 | 15 | < 0.1% |
| 32400 | 1028 | |
| 32386 | 4 | < 0.1% |
| 32250 | 932 | |
| 32100 | 794 | |
| 32086 | 6 | < 0.1% |
| 31950 | 769 |
| Distinct | 588 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4200.009112 |
| Minimum | -32700 |
|---|---|
| Maximum | 32686 |
| Zeros | 277 |
| Zeros (%) | 0.1% |
| Negative | 94909 |
| Negative (%) | 38.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | -32700 |
|---|---|
| 5-th percentile | -29850 |
| Q1 | -22500 |
| median | 14086 |
| Q3 | 23386 |
| 95-th percentile | 30436 |
| Maximum | 32686 |
| Range | 65386 |
| Interquartile range (IQR) | 45886 |
Descriptive statistics
| Standard deviation | 22168.02461 |
|---|---|
| Coefficient of variation (CV) | 5.278089648 |
| Kurtosis | -1.48028792 |
| Mean | 4200.009112 |
| Median Absolute Deviation (MAD) | 13936 |
| Skewness | -0.3993458561 |
| Sum | 1050002278 |
| Variance | 491421315.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -23400 | 1724 | 0.7% |
| -23100 | 1663 | 0.7% |
| -23550 | 1651 | 0.7% |
| -23250 | 1535 | 0.6% |
| -23700 | 1511 | 0.6% |
| -22950 | 1477 | 0.6% |
| -23850 | 1379 | 0.6% |
| -25950 | 1355 | 0.5% |
| -22800 | 1273 | 0.5% |
| -24000 | 1269 | 0.5% |
| Other values (578) | 235163 |
| Value | Count | Frequency (%) |
| -32700 | 616 | |
| -32550 | 725 | |
| -32400 | 713 | |
| -32250 | 696 | |
| -32100 | 732 | |
| -31950 | 704 | |
| -31800 | 737 | |
| -31650 | 639 | |
| -31500 | 644 | |
| -31350 | 667 |
| Value | Count | Frequency (%) |
| 32686 | 684 | |
| 32536 | 703 | |
| 32386 | 888 | |
| 32236 | 627 | |
| 32086 | 702 | |
| 31936 | 756 | |
| 31786 | 770 | |
| 31636 | 805 | |
| 31486 | 862 | |
| 31336 | 953 |
| Distinct | 191 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.317884 |
| Minimum | 0 |
|---|---|
| Maximum | 403 |
| Zeros | 50696 |
| Zeros (%) | 20.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 11 |
| Q3 | 29 |
| 95-th percentile | 74 |
| Maximum | 403 |
| Range | 403 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 27.33662742 |
|---|---|
| Coefficient of variation (CV) | 1.28233306 |
| Kurtosis | 16.63178871 |
| Mean | 21.317884 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 3.019345331 |
| Sum | 5329471 |
| Variance | 747.2911989 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 50696 | |
| 10 | 18661 | 7.5% |
| 9 | 16169 | 6.5% |
| 11 | 12479 | 5.0% |
| 8 | 7335 | 2.9% |
| 12 | 6228 | 2.5% |
| 7 | 5593 | 2.2% |
| 13 | 4980 | 2.0% |
| 14 | 4280 | 1.7% |
| 16 | 4129 | 1.7% |
| Other values (181) | 119450 |
| Value | Count | Frequency (%) |
| 0 | 50696 | |
| 1 | 2817 | 1.1% |
| 2 | 2976 | 1.2% |
| 3 | 3156 | 1.3% |
| 4 | 2865 | 1.1% |
| 5 | 3882 | 1.6% |
| 6 | 3422 | 1.4% |
| 7 | 5593 | 2.2% |
| 8 | 7335 | 2.9% |
| 9 | 16169 | 6.5% |
| Value | Count | Frequency (%) |
| 403 | 24 | |
| 321 | 24 | |
| 318 | 12 | < 0.1% |
| 314 | 20 | |
| 296 | 25 | |
| 267 | 21 | |
| 259 | 22 | |
| 258 | 21 | |
| 256 | 30 | |
| 242 | 30 |
| Distinct | 131 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.9404 |
| Minimum | 0 |
|---|---|
| Maximum | 188 |
| Zeros | 239 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 10 |
| median | 17 |
| Q3 | 27 |
| 95-th percentile | 48 |
| Maximum | 188 |
| Range | 188 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 15.48611918 |
|---|---|
| Coefficient of variation (CV) | 0.7395331119 |
| Kurtosis | 14.20051551 |
| Mean | 20.9404 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 2.754587708 |
| Sum | 5235100 |
| Variance | 239.8198871 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 31374 | 12.5% |
| 9 | 26235 | 10.5% |
| 8 | 11905 | 4.8% |
| 11 | 10071 | 4.0% |
| 12 | 7351 | 2.9% |
| 22 | 7040 | 2.8% |
| 16 | 6988 | 2.8% |
| 18 | 6920 | 2.8% |
| 17 | 6867 | 2.7% |
| 15 | 6604 | 2.6% |
| Other values (121) | 128645 |
| Value | Count | Frequency (%) |
| 0 | 239 | 0.1% |
| 1 | 385 | 0.2% |
| 2 | 527 | 0.2% |
| 3 | 662 | 0.3% |
| 4 | 1100 | 0.4% |
| 5 | 1550 | 0.6% |
| 6 | 1978 | 0.8% |
| 7 | 3555 | 1.4% |
| 8 | 11905 | |
| 9 | 26235 |
| Value | Count | Frequency (%) |
| 188 | 20 | |
| 183 | 21 | |
| 179 | 21 | |
| 178 | 21 | |
| 174 | 22 | |
| 170 | 20 | |
| 157 | 23 | |
| 154 | 21 | |
| 150 | 45 | |
| 143 | 28 |
| Distinct | 108 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -24.970204 |
| Minimum | -72 |
|---|---|
| Maximum | 44 |
| Zeros | 6563 |
| Zeros (%) | 2.6% |
| Negative | 195149 |
| Negative (%) | 78.1% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | -72 |
|---|---|
| 5-th percentile | -52 |
| Q1 | -42 |
| median | -30 |
| Q3 | -6 |
| 95-th percentile | 15 |
| Maximum | 44 |
| Range | 116 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 21.741537 |
|---|---|
| Coefficient of variation (CV) | -0.870699214 |
| Kurtosis | -0.7541302628 |
| Mean | -24.970204 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.5897796903 |
| Sum | -6242551 |
| Variance | 472.694431 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -30 | 12587 | 5.0% |
| -29 | 10374 | 4.1% |
| -28 | 7860 | 3.1% |
| 0 | 6563 | 2.6% |
| -45 | 6137 | 2.5% |
| -43 | 5511 | 2.2% |
| -44 | 5499 | 2.2% |
| -42 | 5465 | 2.2% |
| -41 | 5219 | 2.1% |
| -47 | 5216 | 2.1% |
| Other values (98) | 179569 |
| Value | Count | Frequency (%) |
| -72 | 89 | |
| -71 | 46 | < 0.1% |
| -70 | 42 | < 0.1% |
| -69 | 22 | < 0.1% |
| -68 | 40 | < 0.1% |
| -67 | 135 | |
| -66 | 35 | < 0.1% |
| -65 | 76 | < 0.1% |
| -64 | 215 | |
| -63 | 186 |
| Value | Count | Frequency (%) |
| 44 | 25 | < 0.1% |
| 34 | 17 | < 0.1% |
| 33 | 25 | < 0.1% |
| 32 | 20 | < 0.1% |
| 31 | 16 | < 0.1% |
| 30 | 26 | < 0.1% |
| 29 | 131 | |
| 28 | 132 | |
| 27 | 213 | |
| 26 | 147 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 244.5 KiB |
| 1 | |
|---|---|
| 2 | |
| 0 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 250000 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 92694 | |
| 2 | 80034 | |
| 0 | 56987 | |
| 3 | 20285 | 8.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 92694 | |
| 2 | 80034 | |
| 0 | 56987 | |
| 3 | 20285 | 8.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 92694 | |
| 2 | 80034 | |
| 0 | 56987 | |
| 3 | 20285 | 8.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 250000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 92694 | |
| 2 | 80034 | |
| 0 | 56987 | |
| 3 | 20285 | 8.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 250000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 92694 | |
| 2 | 80034 | |
| 0 | 56987 | |
| 3 | 20285 | 8.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 250000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 92694 | |
| 2 | 80034 | |
| 0 | 56987 | |
| 3 | 20285 | 8.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | UnixTime | cumulativeAudio | cumulativeShock | lat_sMins | lon_wMins | gps_unixTime | heading_hundredths | velocity_cm_s | hdop | satellitesUsed | validPosition | accel_mg.x | accel_mg.y | accel_mg.z | gyro_dps.x | gyro_dps.y | gyro_dps.z | mag_nT.x | mag_nT.y | mag_nT.z | IMUspeed | IMUfSpeed | pitch | activity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 388087 | 1970-01-01 00:00:01.532760 | 19 | 5 | -27.788300 | 152.686295 | 1970-01-01 00:00:01.532760 | 287.49 | 0 | 0.5 | 19 | 1 | 7 | 166 | 1032 | 6 | 3 | -8 | -22936 | -12000 | 25936 | 50 | 30 | -8 | 3 |
| 1 | 29397 | 1970-01-01 00:00:01.532750 | 19 | 5 | -27.788557 | 152.686020 | 1970-01-01 00:00:01.532750 | 34.48 | 0 | 0.8 | 13 | 1 | 20 | 985 | -247 | -1 | 0 | -1 | -7336 | -20100 | 17400 | 16 | 9 | -2 | 0 |
| 2 | 237058 | 1970-01-01 00:00:01.532750 | 19 | 5 | -27.788862 | 152.685715 | 1970-01-01 00:00:01.532750 | 21.86 | 0 | 0.6 | 18 | 1 | 521 | 458 | 736 | -1 | -1 | 0 | 24450 | -30586 | -25350 | 9 | 9 | -31 | 1 |
| 3 | 516083 | 1970-01-01 00:00:01.532760 | 19 | 5 | -27.788660 | 152.688675 | 1970-01-01 00:00:01.532760 | 74.23 | 0 | 0.5 | 21 | 1 | 694 | 239 | 703 | 1 | -2 | 0 | 11400 | 13800 | 22036 | 20 | 25 | -39 | 2 |
| 4 | 137625 | 1970-01-01 00:00:01.532750 | 19 | 5 | -27.788780 | 152.685898 | 1970-01-01 00:00:01.532750 | 211.58 | 84 | 0.6 | 18 | 1 | 101 | 871 | -276 | -3 | 4 | -4 | -9436 | 17700 | 9900 | 16 | 60 | 16 | 3 |
| 5 | 66983 | 1970-01-01 00:00:01.532750 | 19 | 5 | -27.788496 | 152.685989 | 1970-01-01 00:00:01.532750 | 349.92 | 0 | 0.6 | 18 | 1 | 499 | 945 | 133 | -4 | 2 | 3 | -2986 | 7650 | 10350 | 25 | 37 | -24 | 2 |
| 6 | 381002 | 1970-01-01 00:00:01.532760 | 19 | 5 | -27.788300 | 152.686295 | 1970-01-01 00:00:01.532760 | 287.49 | 0 | 0.5 | 19 | 1 | 768 | 151 | 684 | -1 | 0 | 1 | 32700 | -26236 | -17700 | 20 | 12 | -44 | 1 |
| 7 | 233020 | 1970-01-01 00:00:01.532750 | 19 | 5 | -27.788862 | 152.685715 | 1970-01-01 00:00:01.532750 | 21.86 | 0 | 0.6 | 18 | 1 | 508 | 456 | 745 | -1 | -1 | -1 | 23100 | -28936 | -25200 | 10 | 9 | -30 | 1 |
| 8 | 62150 | 1970-01-01 00:00:01.532750 | 19 | 5 | -27.788496 | 152.685989 | 1970-01-01 00:00:01.532750 | 349.92 | 19 | 0.6 | 17 | 1 | 489 | 987 | 122 | -3 | 1 | -1 | -6586 | 13050 | 12750 | 0 | 13 | -37 | 1 |
| 9 | 357412 | 1970-01-01 00:00:01.532760 | 19 | 5 | -27.788313 | 152.686447 | 1970-01-01 00:00:01.532760 | 209.93 | 0 | 0.5 | 19 | 1 | 675 | 173 | 690 | -3 | -1 | 0 | -23086 | 26550 | 29986 | 9 | 12 | -51 | 1 |
Last rows
| df_index | UnixTime | cumulativeAudio | cumulativeShock | lat_sMins | lon_wMins | gps_unixTime | heading_hundredths | velocity_cm_s | hdop | satellitesUsed | validPosition | accel_mg.x | accel_mg.y | accel_mg.z | gyro_dps.x | gyro_dps.y | gyro_dps.z | mag_nT.x | mag_nT.y | mag_nT.z | IMUspeed | IMUfSpeed | pitch | activity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 249990 | 27907 | 1970-01-01 00:00:01.532750 | 19 | 5 | -27.788574 | 152.685959 | 1970-01-01 00:00:01.532750 | 28.07 | 0 | 0.6 | 18 | 1 | -44 | 993 | -214 | -1 | 0 | 0 | -9736 | -21000 | 15900 | 11 | 9 | 5 | 0 |
| 249991 | 49315 | 1970-01-01 00:00:01.532750 | 19 | 5 | -27.788557 | 152.685959 | 1970-01-01 00:00:01.532750 | 13.37 | 0 | 0.6 | 18 | 1 | -16 | 1025 | -127 | 1 | -6 | 1 | -11536 | -1200 | 24300 | 13 | 11 | 4 | 0 |
| 249992 | 126254 | 1970-01-01 00:00:01.532750 | 19 | 5 | -27.788437 | 152.685959 | 1970-01-01 00:00:01.532750 | 78.65 | 19 | 0.6 | 18 | 1 | 423 | 959 | 15 | 2 | -1 | -1 | -16336 | 21600 | -26700 | 49 | 16 | -24 | 1 |
| 249993 | 268206 | 1970-01-01 00:00:01.532750 | 19 | 5 | -27.788927 | 152.686035 | 1970-01-01 00:00:01.532750 | 158.63 | 0 | 0.6 | 19 | 1 | 740 | 100 | 619 | 0 | 0 | 2 | -450 | 29250 | -30450 | 20 | 21 | -52 | 2 |
| 249994 | 300806 | 1970-01-01 00:00:01.532750 | 19 | 5 | -27.788597 | 152.686615 | 1970-01-01 00:00:01.532750 | 56.86 | 19 | 0.6 | 19 | 1 | 728 | 7 | 663 | 3 | -1 | -1 | 15000 | 17100 | 15736 | 78 | 26 | -29 | 2 |
| 249995 | 337641 | 1970-01-01 00:00:01.532760 | 19 | 5 | -27.788313 | 152.686447 | 1970-01-01 00:00:01.532760 | 209.93 | 19 | 0.5 | 18 | 1 | 773 | -71 | 643 | 0 | -1 | 0 | 28350 | -23686 | -12150 | 18 | 13 | -48 | 1 |
| 249996 | 385284 | 1970-01-01 00:00:01.532760 | 19 | 5 | -27.788300 | 152.686295 | 1970-01-01 00:00:01.532760 | 287.49 | 19 | 0.5 | 19 | 1 | 681 | 260 | 759 | -1 | -3 | 0 | -25486 | 18150 | 21886 | 50 | 25 | -43 | 2 |
| 249997 | 312844 | 1970-01-01 00:00:01.532750 | 19 | 5 | -27.788445 | 152.686615 | 1970-01-01 00:00:01.532750 | 2.72 | 0 | 0.6 | 19 | 1 | 759 | 184 | 629 | -2 | -1 | -1 | -31636 | 24000 | 18436 | 0 | 22 | -54 | 2 |
| 249998 | 313804 | 1970-01-01 00:00:01.532750 | 19 | 5 | -27.788445 | 152.686615 | 1970-01-01 00:00:01.532750 | 2.72 | 19 | 0.6 | 19 | 1 | 387 | 329 | 962 | 0 | 7 | -3 | -24736 | 22500 | 22936 | 25 | 26 | -46 | 2 |
| 249999 | 297153 | 1970-01-01 00:00:01.532750 | 19 | 5 | -27.788651 | 152.686600 | 1970-01-01 00:00:01.532750 | 15.53 | 0 | 0.6 | 19 | 1 | 861 | 435 | 442 | -2 | -4 | -1 | 9900 | 24300 | 20536 | 0 | 15 | -50 | 1 |